What are a hospital's costs?
nytimes.com
nytimes.com
That parenthetical note is perhaps the clearest illustration I've ever seen in my life on the communication and expectation gap between experts and non-experts.
What matters more to you, being alive, or having a tolerable quality of life? Are we sure that there's a misunderstanding that death is a likely outcome (I could believe it; but I would also be slightly surprised, since "cancer==death sooner or later" exists even as a trope in mainstream media) as opposed to just a prioritization over things that matter so long as you're alive?
Anyway, this was quite a tangent from the original article content, just something I was mulling over given your comment.
There isn't a misunderstanding that death is a likely outcome, there commonly is a misunderstanding of survival time. Gawande's book covers the subject of differing expectation between doctors and patients when discussing harsh treatment, patients think it'll give them months or years, doctors think weeks.
If that isn't explicitly put on the table — and it usually isn't — you can get drawn-out "medical fights" where the patient's quality of life is more or less negative.
See also: http://www.pbs.org/wgbh/pages/frontline/health-science-techn...
And do so once more when Gawande described how the expectation gap still existed when doctors become patient (both he and his father are doctors, after his father fell with cancer he first succumbed to the expectation gap as he was preparing a book on the subject).
It's a great, eye-opening book.
edit: http://www.pbs.org/wgbh/pages/frontline/health-science-techn... covers some of it
I mumbled something like "make the pain go away and not come back".
Hospitals have no clue what it costs them to serve an individual patient.
The lowest level where they understand costs is at the service level (e.g. ER, cardiac lab, stroke center). It's one of the reasons why you see all the wonky prices from hospitals: they just "create" prices for individual procedures until it covers their aggregate costs. It doesn't really matter to the hospital if procedure A is $1K and procedure B is $5K. As long as Arate + Brate > costs, they are fine with it.
I'd also argue a routine diagnostic procedure, like a blood test, is pretty comparable to a mechanic doing an oil change.
But what if it's not so serious, and not an emergency? People have rotator cuff issues that they take years to get fixed regularly. Or a hip replacement? That's rarely an emergency but rather a solution to long term pain that's not painkillers.
I think the other thing a lot of people would like to see is some kind of doctor and hospital report card so that you could compare on price AND quality. Which would be great as it'd force the terrible surgeons who regularly do such a bad job (accidentally or on purpose) that their patients have complications, die, etc out of that line of work.
Obviously there would have to be some kind of risk classification system so that doctors and hospitals that take on high risk patients wouldn't be punished for doing so, but I think that some kind of "hot or not" style risk assessment system could be developed whereby doctors spend 15 minutes a day reviewing risks anonymously for other doctors and each case gets rated 5 times and that determines the risk score to hopefully remove all bias.
It's definitely worth quantifying the cost of providing medical care, but doing it in a more fine grained way than at the department level.
I think you could have been more explicit about (what you now say was) your core point.
Yes it does vary dramatically, but there's no way there's 3 orders of magnitude of variation and definitely not 2 orders. There might be a single order from top to bottom, a 2 hour surgery versus a 20 hour surgery or a 15 minute visit with a doctor versus a couple of hours with a doctor.
Lawyers have the same problem and while they do bill by the hour, they can generally give you a pretty good idea of what the more basic things might cost to handle. I'm not suggesting that they could give you a +-3% estimate for your SCO vs IBM lawsuit, but if it's a DUI or a will or a trust or whatever, once they've done it a few times they know how the game is played.
I totally get that people aren't courts and doctors aren't lawyers, but I think it's a decent counter-example to the notion of "it's hard so why bother trying?"
Flat rate mechanics have a book that says repair X takes Y many hours. If it takes the mechanic less, the shop benefits. If it takes more, the shop loses. But in the end, only Y many hours are billed.
Why can't it work similar for hospitals?
Sure, like with anything, there may be some unknowns that cause some variations in the implementation of the procedure, but it's likely a valid (in most cases) way to track performance and control costs. If some hospital is regularly charging 2 standard deviations more than other hospitals for same procedures, that seems it would be a red flag.
Or if a doctor is regularly taking 2 standard deviations longer to perform same procedures as the rest of his/her peers, that's a red flag.
FYI defining the "peers" part of that calculus is the hard part. Physicians choose their patients. Those that choose low hanging fruit do quite well in metrics. It doesn't require much skill to pick low hanging fruit. It turns out that those who are good at picking fruit from the top of the tree, tend to be called on to pick fruit from the top of the tree.
Individual procedure codes in no way communicate anything about difficulty.
Ultimately I think those edge cases can be fleshed out and monitored with regular auditing.
You sure about that? I also use my experience to filter out clients that are going to be a huge pain in my tail. When I was less experienced I ended up with some jobs that were huge messes because I didn't see the warning signs. Now that I can better predetermine the work involved I can choose not to take the job, or I can correctly tell the client the job will be much harder than it actually appears to be.
In the long run, though, I think (in an open market system) always turning down hard cases (for example referrals from peers, or people who specifically seek you out for your expertise) can negatively affect your reputation. In the end I might call it a wash because the person who is truly trying to do the least amount of work for the most personal benefit wouldn't try to stand out by finishing their work substantially faster than their peers or charging substantially less. So you probably lose a lot of the marketing benefit of out performing your peers since your ideal scenario will be to remain hidden in the pack. And by doing, it seems reasonable to assume people won't be trying to knock down your door to get you to do work for them like someone who is accepting the more challenging work and doing so successfully.
At least not as a broad generalization. However of course people who are good at what they do generally have more opportunities to make more money than those who are not.
That seems pretty silly. There are plenty of procedures with marginal effect on survival and/or quality-of-life, and a health-care consumer will have varying preferences for them.
A rich man might be willing to spend an hour in an MRI if he's sprained his ankle; a poor man might prefer to keep his money and walk it off. Neither is wrong: they just have different preferences.
For that matter, given a choice between a $15 pill of Tylenol and dealing with an ache, I'd take the ache every day of the wee.k
How on earth could you possibly makes a cost vs. value trade off if you don't know the cost? You might have a hospital with better outcomes that charges 1/2 of that of another hospital with worse outcomes. Unless you know the cost, you'll never make the system efficient.
Medicare already does it. There are ~700 diagnosis codes that capture everything you might need to do to a patient admitted to the hospital. The diagnosis codes are linked to a dollar amount that is supposed to cover everything (except labor which is a separate payment).
My wife is at the center of this. She recently left a job as "Director of Budget and Reimbursement", and now works as "Directory for Regulatory Affairs" for a healthcare financial consultancy. So she's been the one directly responsible for the way the hospital accounts for its costs (or fails to do so).
The primary problem, at least from her perspective, is that they're effectively forced to do it this way. Medicare, and Medicaid which largely rides on many of -care's definitional coattails, is a monopsony player in the market. When you hear people claim that Medicare is more efficient than conventional commercial insurance, that's significantly because they offload much of their administrative burden onto the healthcare providers. Every hospital has a department of several FTEs whose job it is to track a defined set of metrics, including various cost parameters, patient demographics, etc., and report them to the government (the so-called "Medicare Cost Report" that my wife and her department spent a month or so on every year). That is, getting paid by the source of the largest part of the hospital's revenue entails tracking and reporting the way Medicare wants you to do it.
So that right there forces hospitals into watching their costs according to a scheme effectively mandated by the government. Thus, they're not tracking the data in a way that would give relevant cost accounting data in the way you expect it.
There's your proximate cause. But it still begs the question, "why don't they also track costs in a rational fashion, actually reflecting reality?". Part of the answer is that their margins are so low that they simply can't afford a second set of accountants and the procedural overhead that it would require.
That's not a wholly satisfying answer, because hospitals are the only industry I'm aware of that still makes extensive use of secretaries. You'd think that if they need to be so conscious of costs, they'd be looking at the kind of personnel expenses that most of private industry has figured out how to streamline. Conversation with my wife hasn't yielded any insight beyond that.
I've been advocating that we require them to charge the same price for a given service to all patients regardless of insurance or anything else. To clarify, we should not dictate the price, just that one provider charge the same price to all its patients. I never would have thought they couldn't even figure out what those prices need to be.
Any business that doesn't even have a clue about these things is clearly rolling in dough and probably corruption.
Or we could just have single payer. But if we can't have that, I think the above would be a fair bit better than the mess we have now.
The lobby needs to be mopped. The parking lot needs light. The lawn probably should be kept from turning into a forest. The heat should run in winter, and the cooing in summer.
Which hospital users get stuck paying for those things? What is your fair share?
So you have an added layer of abstraction between what the service is costing and what the hospital is being paid. This system was put in place to simplify the pricing procedure so that it did not have to be done on a case by case basis. But it limits most hospitals to only really caring to this higher level of detail.
I remember hearing that 20% of total healthcare costs are spent in the last 2 weeks of people's lives, and perhaps having more transparent costs would help avoid these costly, frequently unpleasant, and ineffective interventions.
Of course, transitioning to this would be impossible overnight, but it's an interesting thought experiment. There would still be the option for catastrophic insurance, but otherwise it would be interesting to see market forces play a role.
Of course, shoddy workmanship on my car could also have devastating results (and safety was a big part of my decision process, especially since my father might not have died in his car accident if he had side curtain airbags), but it's not considered with the same level of urgency.
Also, I'm extremely wary of pricing schemes that disincentivize preventative care and early interventions. Many illnesses are much more treatable—at much lower cost—if they're caught early. While we also need to be careful to avoid unnecessary expense, we don't want to discourage people from seeking care at the early signs of trouble.
That being said, I do agree that transparency in healthcare costs is very much needed. However, we need to be careful in considering how market forces impact personal healthcare decisions.
I also think that if prices were available to people they might choose the preventative care themselves versus waiting until things are so bad that a major and costly intervention is needed.
People talk about externalities as if they're the devil when it comes to climate change, but when it comes to medicine nobody bats an eye. Right now the consequences of people smoking, eating poorly, drinking too much, etc are generally externalities for individuals because either their insurance eats the cost or the public does. I'm not suggesting that people should be forced to bear that cost entirely on their own without insurance, but with no pricing available GPs have one less tool to "scare straight" their patients.
I think what's especially galling is that the hospitals do have all the pricing information available in a database that they use to turn patients charts into bills. It's just not published publicly so patients can't make a slightly more informed decision on the front-end, they only see it AFTER care has been provided.
Insert analogy with car maintenance here. I'm just not seeing it in practice given the car maint example, although it sounds nice. Clearly, based on the car example, you can't motivate people merely with $$$ or inconvenience or some responsibility guilt trip.
I'm thinking pain might work. "The total pain experience of a root canal is Y% vs flossing at a total pain experience of Z% make your choice..." Then again people seem impervious to pain, or impervious to learning from pain. "lets have another kid" "lets go on a fifteen mile hike in brand new boots" "hold my beer and watch this" If $, inconvenience, and guilt trips don't work, and pain also fails, I'm not sure whats left as a possible motivator.
Keep in mind that I said "might" not "definitely will for sure 100%" so that's in line with my above comments re on the margin.
I'm still interested in the idea of listing and evaluating motivators, so we've listed four of varying opinions of effectiveness, it would be interesting to identify a fifth (or more) of equal or better effectiveness.
Thinking of what PR people like to use, there's sex appeal, I suppose that could be used in public service TV commercials as a new fifth strategy. I have no idea how to sell "preventative EKGs are sexy", but I'm no marketing guy, and somehow they sell cars and junk food with sex appeal, so its probably possible to sell EKGs and immunizations and diabetic glucose test screens under the same strategy... somehow. This sounds like such a bad idea, I hesitate to declare it a serious fifth strategy idea.
If prices were published then someone could track the prices of a great many procedures and look for procedures that were getting cheaper. You could then interview people at institutions that are able to do those procedures less expensively and publish it. Other institutions might then follow suit and the savings could be shared widely. The lessons might cross boundaries and spark other folks to recognize that X is very similar to Y and they can use the same lessons to make Y cheaper, easier, more foolproof, etc.
Further, with reasonable pricing information and some measure of quality it would be pretty easy for people (and perhaps insurance companies) to encourage medical tourism of a great many varieties. Maybe the country doctor or dentist is very skilled but wanted the country lifestyle and doesn't want to drive 2 hours a day to the city. But perhaps city folks would be happy to drive to the country to enjoy a cheaper procedure, hospital stay, etc versus in the city. Right now this kind of arbitrage isn't possible again because prices aren't disseminated widely.
Finally when we're talking about human lives which we think are intrinsically valuable and arguably priceless, then I'm not sure that "almost always does not" doesn't mean that something isn't valuable. Young people with families buy life insurance against something which "almost always does not" happen, namely their premature death and yet nobody argues that life insurance shouldn't be allowed. Similarly for any one individual wearing a seatbelt "almost always does not" do them any good since car accident rates are very low, at least on a percentage basis. http://www.forbes.com/sites/moneybuilder/2011/07/27/how-many...
My daughter fell at lacrosse practice and hurt her wrist. We had an x-ray, which proved inconclusive with the swelling, another x-ray after the swelling subsided, which also resulted in an inconclusive result, followed by an MRI which indicated a bad sprain, for which we ended up getting a very cast-like splint.
This is basically the same as what we thought from the initial x-ray, as even then the doctor was advocating for a splint in the absence of an obvious break.
If costs were more apparent, we probably would have had an x-ray once, and then gone with the splint, but price opacity and insurance obfuscated the costs enough that we naively opted for the more diagnostic approach, which proved to cost a lot more than just having gone with the splint initially. As a developer, I'm inclined towards the "know what you're fixing before building patches" approach, so the diagnostic approach was logical to me, but had I known that the end result was basically the same either way, I could have saved myself the cost of an x-ray and MRI and just skipped to debugging.
You could extend the analogy by taking printouts of the pricing plans for github(tm) and visual source safe(tm) and waving them in front of the er doc to ensure the er doc makes the wisest possible free market decision when selecting a source code repository. This is only a fair analogy if the ER doc knows absolutely nothing about software development other than if he gets the decision wrong his life will be ruined.
As a somewhat more neutral analogy, waving prices for github vs VSS in front of my mother quite frankly holds negative value for all participants, its a Potemkin show that merely wastes labor hours. Pretending to provide a market where none can possibly exist is wasting labor time putting on a show. My mom has some skill in real estate law so she should be making decisions in her area of expertise, and software professionals should be making decisions in their areas of expertise. My mom does not walk up to random people on the street and insist they make life changing decisions in minutes about the right legal strategy to provide clear title to real estate or WTF exactly she did before she retired, "well in that county a title search costs $X but title insurance and hoping for the best costs $Y unless we take it to court then it costs $Z..." etc.
See you can "make a market" in a campy going-thru-the-motions sense by having a semi-monopoly provider declaring an arbitrary list of prices on a chalkboard then calling that a free market. But making a functioning efficient market is a whole nother kettle of fish that requires a calm rational meeting of equal minds at a similar level of training and education to dispassionately trade interchangeable identical commodities, with the goal of all participants minimizing the spread between price and value. That's pretty much the opposite of good medical care.
Conflating a want for price transparency, so that I can spend rationally where that rationality can be logically exerted doesn't really seem to me a free market ideal as much as it is just common sense. There are many medical decisions made that aren't life or death, and in my admittedly anecdotal experience, that's been most of them. A great many medical demands are inelastic.
When I lopped the (very) tip of my pinky finger off in an accident, it was nowhere near a dire enough injury to worry about the cost of repairs, but it did need stitches. Had there been a repair option, I might have opted for it, but only if the cost was reasonable.
That said, we already know the market value of an ER doctor, or a radiologist; that's how we know what to pay them. It's not as though they're members of some secret cult of faceless men exacting arbitrary payments for their efforts. We know what it takes to pay them, and presumably, they could come up with an hourly cost for their labor plus materials if they so chose. It might take some practice, as estimation is hard, but basically every other service industry in the world is able to do it, so I can't imagine why the medical industry would be exempt.
Regardless, sure, there are plenty of ailments that would hard to estimate, or meaningless to do so, but I don't see why that means nobody should try to do their jobs in a cost effective manner.
Frankly, don't you think the better solution might have been to cue in on your doctor's hint that the additional testing wasn't needed?
Maybe costs would have clarified things. Maybe cost isn't a meaningful proxy for medical judgment.
As I mentioned elsewhere, maybe cost isn't a meaningful proxy for medical judgement, but on relatively trivial matters like wrist sprains, minor cuts, etc., it may often be a good way to discriminate, assuming appropriate follow-up to ensure that the initial decision wasn't errantly done.
I'm not against socialized medicine I asking how do you think not having "market forces" fixes the problem you're suggesting
A fairly strong heuristic is simply experience: the number of procedures performed is highly correlated with quality. Facilities often have strongly uniform outcomes determined by senior staff.
Yet we do it with our sight when choosing laser surgery. I get the feeling that better institutions would win out and care would improve.
I think preventative care is a separate issue. The government, instead of passing that horrible bill (and yes, I read every page and cussed at every will be decided later line) could have just subsidized a yearly examination, 2 teeth cleanings, expanded health saving accounts, and attached a "disaster clause" to all insurance where the government picks up any cost for an incident over $100,000 (changes the cost of insurance by providing a cap).
As for the cost-benefit thing, do you think insurers are not doing it?
One is that a free market might result in "better" purchaser decisions, but a free market requires a meeting of the minds and some patients won't have minds, temporarily or permanently, and those that do have a staggering power imbalance of one uneducated untrained individual vs a thousand person highly trained organization. We're not talking about two commodity traders exchanging with each other. This is before we get into "state of mind" and panic, someone having a heart attack can't focus on contractual negotiations quite like the guy across the table not currently having a heart attack. And then there's the timeliness issue, and geography...
The second, is medical care cannot be treated as a commodity. I was horrified at the "taylorism gone wild" in the article where one surgeon used twice the bandages as the other, and therefore is bad. In the real world that will be implemented as "well, yes I know your tumor was a completely different size and shape than his tumor, and bandages cost almost nothing compared to a human life, but we have beans to count and quotas to stay under so you'll just have to bleed to death because it would take too many bandages to save your life" or "well yes half his patients are permanently crippled and none of hers do, but she uses twice as many band aids, so we'll have to downsize her and keep him, to stay under our bandage budget". Without a commodity of interchangeable identical product, you can't have a free market or at least not the gains of a free market. Its interesting that the medical system admits as such... there are specializations of patient disease clusters, but despite the best efforts of centuries of work we still can't specialize beyond a very shallow level, we have cardiologist specialists not specialists in 25% arterial blockages of the left ventricle, even though its "obvious" that if it were implementable, specialization to that level would be very helpful. This is before we get to the issue that you get what you count, so if you count meaningless metrics you'll get excellent meaningless metrics, not health care.
A better model for the economics of health care would be fine art. Or maybe education. Notice how the money spent correlates strongly with how much money is available, and has little correlation with results, at any level beyond bare requirements. Or how attempts at taylorism style management provide laughable comedy results. Health care does seem to "fit" better with fine art or education, than with accounting or a manual factory assembly line.
It didn't say that it was bad; it just noted it as a fact. Perhaps Dr. Jones's patients need more bandages because of the types of patient he sees (which might indicate that he's really good at what he does); perhaps his incisions are larger (which would be bad); perhaps he just wastes bandages (which is also bad). All measurements can do is demonstrate a difference: good management is required to discern the reason for the disparity, and determine if it's a positive or negative indicator.
Its important to build robust fault tolerant fail safe systems. By definition, half of all management will be below median. A system designed to give the bad ones maximally overpowered weapons to wreck havoc is not a good system design. Numerology as a weapon can be destructive.
It seems reasonable that as a system it might enable the top half of managers to take three steps forward, while enabling the bottom half of managers to take five steps back, not forgetting the fixed cost due to documentation and processing labor (bean counting) and micromanagement somewhere around a fixed two to four steps back just to gather and process the data, regardless if its used or not. That's a badly designed system.
This is before design criticism along the lines of never implement a system more complicated than its minimal need. Simplicate and add lightness. The substantial money spent counting, processing, and graphing every band aid could have been spent more simply, probably more productively, by spending $X extra on surgeon hiring salary to get a slightly measurably higher class of surgeon... or manager... Or the mental effort spinning around inside a surgeon's brain while cutting could be spent on improving patient outcomes by perfecting incisions or sutures or during surgery judgement calls ... or those brain cycles can be spent on minimization of band aids to meet band aid quota.
The US has already been running this experiment—the results are in, and it's a huge loser. Everything you need to know is in this chart:
https://en.wikipedia.org/wiki/File:Total_health_expenditure_...
It turns out that everyone pays a lot less when you treat healthcare infrastructure like roads, dams, the power grid, or any other infrastructure— it has certain high fixed costs which build and sustain it (financed from the general tax base), and apart from that, it should be available for use by everyone.
And I'll take our more expensive health care over any other system any day of the week. Because when the day comes when 1 of the 2 primary killers in the US comes for me (cancer and heart disease), no country in the world has better outcomes. And the US does it for a much more diverse, much larger, and unhealthy population. Cancer and heart disease outcomes are the best proxy for how well a health care system operates.
Maybe for you. There are plenty of other fundamental measures of health care quality, like infant mortality rate.
If you don't think such things matter, then explain how Hispanic women on the west coast have both the lowest access to health care and also the lowest death rate from cancer? DNA? Diet? Low stress? Could be. But either way, their exceptionally low cancer rates don't reflect upon the US health care system.
And what about breast cancer? The US kicks major arse in this regard, and breast cancer rates are pretty steady across countries.
No, they are not. See Japan. Eat your Kelp. http://www.berkeley.edu/news/media/releases/2005/02/02_kelp....
I find that one interesting because they suggest not to eat a lot of kelp in part due to the high iodine content. But lots of others (self included) believe the iodine is the key.
You're doctor can't make you stop being fat, he can't make you jog, and he can't make you stop stressing about not jogging and being fat :P But in the US he can give you an edge over other countries in beating cancer.
It's an extremely tough problem to determine what is cultural causes, what is genetic, and what is health care. But just normalizing on age incidences, the US does well. I bet if we adjusted for relative health (impossible, but I'm wishing for perfect data), the US would do remarkably better.
If I have time later today, I'll dig up my sources. But I lost interest in this years ago when people overwhelmingly thought that because the US has a higher mortality rate, our health care system must suck :/
You pay almost twice as much per capita compared with Canada. Does it really all go toward better general care and longer lifespans? I don't have link handy, but my understanding is that a huge amount of it goes to the bureaucracy associated with competitive for-profit insurance (including bailouts and so-on), not to mention crisis treatment for those who have avoided proactive care for fear of a big bill or being prescribed unnecessary and expensive drugs.
I'm not necessary dismissing your use of cancer and heart disease as proxies for care quality (dubious though that is), more just asking if you really think that that small gain is where the gigantic premium in US health care cost goes.
Since the purpose of a health care system is to maintain the health of the population, overall population health is a much better thing to look to that micro outcomes from two particular events.
And by overall health, as you yourself note, the US doesn't do particularly well compared to other developed countries, despite spending far more as a share of GDP than most (and much more per capita.)
Your claim is a lot like claiming that an organization has a better software quality system than others because it fixes bugs in production slightly faster than others, even though it also allows far more bugs into production than the others.
Just wanted to point out that tough medical licensing regimes actually make it quite hard to shop around. This paper provides an interesting analysis: http://econjwatch.org/file_download/54/2004-08-svorny-reach_.... Or, for the short-of-time, a shorter, more biased summary: http://www.forbes.com/2009/08/25/american-medical-associatio...
> The US has already been running this experiment—the results are in, and it's a huge loser.
No, we've really not been running that experiment: we don't offer much choice, we don't really allow people to shop around, and most importantly, the vast majority of people aren't paying directly for their own care.
The U.S. most definitely does not have a free market in health care, and hasn't for decades.
Veterinary medicine is something operates in a truly free market environment, and it seems to work towards efficient outcomes, so I'm curious if the same could be done for humans.
-- Lao Tzu